A Self-Improving Agent that Grows its Own DSL: Oracle-Free Operator Induction for Exact Question Answering.

arXiv:2610.20809v1 Announce Type: new Abstract: A self-improving agent has to decide which new skills to keep, and in practice it keeps whatever earns a high reward, convinces a judge model, or compresses its library, even when the skill is wrong. That is fine